Running an analysis¶

The solver module is used to interact with OpenSees.

The most convenient approach is using a child of the Analysis class from those already defined in the solver module for the specific analysis that is needed. This will run the analysis and store the requested results of each analysis step.

Alternatively, a generic Analysis object can be defined (from the parent class), and its generic methods for model definition can be used together with OpenSees commands issued directly in the analysis script. If such an analysis is repeated a lot, a new Analysis child class can be defined in the solver module.

Analysis examples¶

First we define a model.

[1]:

# This cell defines the model from notebook 2_Define_a_Model
import numpy as np
from osmg import model
import osmg.defaults as defaults
from osmg.gen.section_gen import SectionGenerator
from osmg.ops.section import ElasticSection
from osmg.gen.component_gen import BeamColumnGenerator
from osmg.ops.element import ElasticBeamColumn
from osmg.gen.zerolength_gen import gravity_shear_tab
from osmg.load_case import LoadCase
from osmg.preprocessing.self_weight_mass import self_weight
from osmg.preprocessing.self_weight_mass import self_mass
from osmg.graphics.preprocessing_3d import show
mdl = model.Model('example_model')
for i in range(3):
    mdl.add_level(i, 144.00*(i))
defaults.load_default_steel(mdl)
defaults.load_default_fix_release(mdl)
defaults.load_util_rigid_elastic(mdl)
steel_phys_mat = mdl.physical_materials.retrieve_by_attr(
    'name', 'default steel')
secg = SectionGenerator(mdl)
secg.load_aisc_from_database(
    'W',
    ["W24X94"],
    'default steel',
    'default steel',
    ElasticSection)
mdl.levels.set_active([1, 2])
p1 = np.array((0.00, 0.00))
p2 = np.array((360., 0.00))
p3 = np.array((360., 360.))
p4 = np.array((0.00, 360.00))
mcg = BeamColumnGenerator(mdl)
sec = mdl.elastic_sections.retrieve_by_attr('name', 'W24X94')
for pt in [p1, p2, p3, p4]:
    mcg.add_pz_active(
        pt[0], pt[1],
        sec,
        steel_phys_mat,
        0.00,
        24.00,
        24.00,
        "steel_w_col_pz_updated",
        {'pz_doubler_plate_thickness': 0.00,
         'axial_load_ratio': 0.00,
         'slab_depth': 0.00,
         'consider_composite': False,
         'location': 'interior',
         'only_elastic': False,
         'moment_modifier': 1.00,
        })
    mcg.add_vertical_active(
        x_coord=pt[0], y_coord=pt[1],
        offset_i=np.zeros(3), offset_j=np.zeros(3),
        transf_type='Corotational',
        n_sub=1,
        section=sec,
        element_type=ElasticBeamColumn,
        placement='centroid',
        angle=0.00)
snap_i_list = ['centroid', 'middle_front', 'centroid', 'middle_back']
snap_j_list = ['centroid', 'middle_back', 'centroid', 'middle_front']
for i, pair in enumerate([(p1, p2), (p2, p3), (p3, p4), (p4, p1)]):
    mcg.add_horizontal_active(
        xi_coord=pair[0][0],
        yi_coord=pair[0][1],
        xj_coord=pair[1][0],
        yj_coord=pair[1][1],
        offset_i=np.zeros(3),
        offset_j=np.zeros(3),
        snap_i=snap_i_list[i],
        snap_j=snap_j_list[i],
        transf_type='Linear',
        n_sub=4,
        section=sec,
        element_type=ElasticBeamColumn,
        placement='top_center',
        angle=0.00,
        method='generate_hinged_component_assembly',
        additional_args={
            'n_x': None,
            'n_y': None,
            'zerolength_gen_i': gravity_shear_tab,
            'zerolength_gen_args_i': {
                'consider_composite': True,
                'section': sec,
                'physical_material': steel_phys_mat,
                'distance': 10.00,
                'n_sub': 2
            },
            'zerolength_gen_j': gravity_shear_tab,
            'zerolength_gen_args_j': {
                'consider_composite': True,
                'section': sec,
                'physical_material': steel_phys_mat,
                'distance': 10.00,
                'n_sub': 2
            }
        }
    )
for node in mdl.levels[0].nodes.values():
    node.restraint = [True]*6
testcase = LoadCase('test', mdl)
self_weight(mdl, testcase)
self_mass(mdl, testcase)
testcase.rigid_diaphragms([1, 2])

[2]:

show(mdl, testcase, extrude=True)

Static Analysis¶

[3]:

from osmg import solver

[4]:

# instantiate analysis object
static_anl = solver.StaticAnalysis(mdl, {testcase.name: testcase})

[5]:

static_anl.run()

Retrieving results¶

Analysis results are stored in dictionaries. The keys are the unique identifiers of the elements that the results correspond to, and the values contain the results.

Show all node displacement results

[6]:

# DANGER: Don't do this for a large model.
static_anl.results[testcase.name].node_displacements.items()

[6]:

dict_items([(24, {0: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}), (49, {0: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}), (74, {0: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}), (99, {0: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}), (0, {0: [-2.5613606882987474e-14, 1.7265125528810346e-07, -0.0012586174501053049, -2.4986523892841926e-06, 4.274053967789948e-05, 1.4502748330462285e-18]}), (5, {0: [-0.0002696903680189259, -0.00011698873243792799, -0.0012837579008100602, -1.0080348230905097e-05, 2.2319836498717605e-05, 1.7106571785039465e-10]}), (6, {0: [-0.0002696862624416975, -0.00011864489630501949, -0.0012210781144692357, -9.901462296692298e-06, 2.2319498503495764e-05, 1.7106571785046462e-10]}), (11, {0: [-0.0005354828823736845, -0.00023746244386532709, -0.0012434781525435246, -2.4962954199123105e-06, 7.126808064675972e-06, 3.4213143425065183e-10]}), (25, {0: [-2.5613606882987474e-14, 1.7265125581020245e-07, -0.0012586174501052938, -2.4986523892911446e-06, -4.274053967793164e-05, 1.4502748330462285e-18]}), (30, {0: [0.0002696903679679162, -0.00011698873243748108, -0.001283757900810132, -1.0080348230911351e-05, -2.2319836498738564e-05, -1.7106571496344616e-10]}), (31, {0: [0.00026968626239075706, -0.00011864489630457248, -0.0012210781144691419, -9.901462296698556e-06, -2.2319498503516692e-05, -1.7106571496352335e-10]}), (36, {0: [0.0005354828823229597, -0.00023746244386495518, -0.0012434781525435137, -2.4962954199191575e-06, -7.126808064691553e-06, -3.421314313773195e-10]}), (50, {0: [-2.613570582288425e-14, 1.7265125581020245e-07, -0.0012604649482101716, 2.3087720943123383e-06, -4.2740539638797814e-05, 1.4502748330462285e-18]}), (55, {0: [0.00026968627321901603, 0.00012349499763292832, -0.0012232472716590592, 1.0267856311958853e-05, -2.2319499390648047e-05, 1.697558795955921e-10]}), (56, {0: [0.00026969034736012634, 0.00012378908697303434, -0.0012813834716693165, 1.0626528965890756e-05, -2.2319834797938564e-05, 1.6975587959558681e-10]}), (61, {0: [0.0005354828725341513, 0.00024876312029834793, 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[-5.340700125566422e-14, 1.19055450656194e-05, -0.0018481986195594325, 7.358397274778059e-06, -4.690221456073065e-05, 5.8683589158174915e-18]}), (67, {0: [0.00016190480657265945, 0.00015797762027800472, -0.0017579507574159098, 1.2167053692827891e-05, -1.3266894213596856e-05, 2.0686747265329467e-09]}), (68, {0: [0.0001619544547660963, 0.00015776543735636296, -0.0019332033590185843, 1.2489783577804672e-05, -1.3270981544879295e-05, 2.0686747265331076e-09]}), (73, {0: [0.0003179697657247655, 0.0003052637666854878, -0.0018417998820094885, 7.048512353722255e-06, 6.965399556177663e-06, 4.137349447197471e-09]}), (87, {0: [-5.340700125566422e-14, 1.1905545063506794e-05, -0.0018481986195594208, 7.358397274790469e-06, 4.690221456073821e-05, 5.8683589158174915e-18]}), (92, {0: [-0.00016190480667987482, 0.00015797762027603877, -0.0017579507574157491, 1.2167053692840109e-05, 1.3266894213618592e-05, -2.0686747148566265e-09]}), (93, {0: [-0.00016195445487303137, 0.00015776543735439698, 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[7]:

# Displacement of the parent node of the top story,
# in the Y direction.
analysis_step = 0
direction = 1
node_id = testcase.parent_nodes[2].uid
static_anl.results[testcase.name].node_displacements[
    node_id][analysis_step][direction]

[7]:

1.1905545064563095e-05

Note: Multiple load cases and analysis objects can be defined using the same model. The results will be stored independently in the various analysis objects.

Visualizing results¶

The following visualization methods work for all analysis methods. However, some require specifying the analysis step to visualize. Static analyses only have a single step, so we specify 0.

[8]:

from osmg.graphics.postprocessing_3d import show_deformed_shape
from osmg.graphics.postprocessing_3d import show_basic_forces

[9]:

help(show_deformed_shape)

Help on function show_deformed_shape in module osmg.graphics.postprocessing_3d:

show_deformed_shape(analysis: 'Analysis', case_name: 'str', step: 'int', scaling: 'float', extrude: 'bool', camera: 'Optional[dict[str, object]]' = None, subset_model: 'Model' = None, animation: 'bool' = False, init_step: 'int' = 0, step_skip: 'int' = 0, to_html_file: 'Optional[str]' = None) -> 'dict[str, Any]'
    Visualize the model in its deformed state

    Arguments:
      analysis: an analysis object
      case_name: the name of the load_case to be visualized
      step: the analysis step to be visualized
      scaling: scaling factor for the deformations. If 0.00 is
        provided, the scaling factor is calculated automatically.
      extrude: wether to extrude frame elements
      camera: custom positioning of the camera
      subset_model: subset model used to only show certain
        components
      animation: show all frames up to the one identified with
        `step`
      init_step: starting step, in case of animation
      step_skip: how many frames to skip to reduce the number of
        frames in case an animation.
      to_html_file: If a path is specified, the figure is written in
        an html file instead of being shown.

[10]:

show_deformed_shape(static_anl, testcase.name, 0, 0.00, False)

[10]:

{'scaling': 2024.5678518727877}

[11]:

help(show_basic_forces)

Help on function show_basic_forces in module osmg.graphics.postprocessing_3d:

show_basic_forces(analysis, case_name, step, scaling_global, scaling_n, scaling_q, scaling_m, scaling_t, num_points, force_conversion=1.0, moment_conversion=1.0, global_axes=False, camera=None, subset_model=None, to_html_file=None)
    Visualize the model and plot the frame element basic forces.

    Arguments:
      analysis: an analysis object
      case_name: the name of the load_case to be visualized
      step: the analysis step to be visualized
      scaling_global: I don't even remember what this
        does. It's kind of a mess right now.
      scaling_n:
      scaling_q:
      scaling_m:
      scaling_t:
      num_points: number of points to include in the basic force
        curves
      force_conversion: Conversion factor to be applied at the
        hover box data for forces (for unit conversions)
      moment_conversion: Conversion factor to be applied at the
        hover box data for moments (for unit conversions)
      global_axes: whether to show global axes
      camera: custom positioning of the camera
      subset_model: use this model instead of the one contained in the
        analysis object. It needs to be a subset of the original
        model. This can be used to only show the results for some part
        of a large model.
      to_html_file: If a path is specified, the figure is written in
        an html file instead of being shown.

[12]:

show_basic_forces(
    static_anl, testcase.name, 0,
    1.00, 1.00, 1.00, 1.00, 1.00,
    10, 1.00, 1.00, False)

[12]:

{'scaling_n': 0.0023065720290572694,
 'scaling_q': 0.011840888066593318,
 'scaling_m': 0.00017171283701762028,
 'scaling_t': 1.0}

Time-history analysis¶

[17]:

nlth_anl = solver.THAnalysis(mdl, {testcase.name: testcase})

[18]:

help(nlth_anl.run)

Help on method run in module osmg.solver:

run(analysis_time_increment: 'float', ag_vec_x: 'Optional[nparr]', ag_vec_y: 'Optional[nparr]', ag_vec_z: 'Optional[nparr]', ag_vec_time_incr: 'float', finish_time: 'float' = 0.0, skip_steps: 'int' = 1, damping: 'dict[str, Optional[Union[str, float, int, list[float]]]]' = {'type': None}, print_progress: 'bool' = True, drift_check: 'float' = 0.0, time_limit: 'Optional[float]' = None, dampen_out_residual: 'bool' = False) -> 'dict[str, Union[int, str, float]]' method of osmg.solver.THAnalysis instance
    Run the time-history analysis

    Arguments:
        ag_vec_x, y, z: 1-D numpy arrays containing the fixed-step
                        ground acceleration records.
        ag_vec_time_incr:   The corresponding time increment
        finish_time: Specify a target time (s) to stop the analysis
                     the default value of 0.00 means that it will
                     run for the entire duration of the files.
        damping: Can be any of:
                 {'type': None},
                 {'type': 'rayleigh', 'ratio': r, 'periods': [t1, t2]},
                 {'type': 'stiffness', 'ratio': r, 'period': t1}
                 {'type': 'modal', 'num_modes': n, 'ratio': r}
                 {'type': 'modal+stiffness', 'num_modes': n,
                 'ratio_modal': r, 'period': t1,
                 'ratio_stiffness': r}
        print_progress: Controls whether the current time is printed out
        drift_check: If a value other than 0.00 is specified, the
          analysis stops if the drift ratio in each orthogonal
          direction exceeds the specified value. Levels that have
          no parent nodes are excempt from this check.
        time_limit: Maximum analysis time allowed, in hours.
          When reached, the anlysis is interrupted.
        dampen_out_residual: When the analysis finishes, whether to
          dampen out the motion to reveal the residual deformations.
          Note that retrieving the absolute velocity and acceleration
          will not output the correct values after dampening starts.

[19]:

ag_x = np.genfromtxt('groundmotions/1xa.txt')
ag_y = np.genfromtxt('groundmotions/1ya.txt')

nlth_anl.run(
    0.01,
    ag_x, ag_y, None,
    0.005,
    damping={'type': 'rayleigh', 'ratio': 0.05, 'periods': [1.00, 0.30]},
    print_progress=True
)

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1%|▏ | [00:00<00:42, 1.42s/it, time=0.3000/30.40 [1]]

1%|▏ | [00:00<00:42, 1.42s/it, time=0.3100/30.40 [1]]: </pre>
1%|▏ | [00:00<00:42, 1.42s/it, time=0.3100/30.40 [1]]: end{sphinxVerbatim}

1%|▏ | [00:00<00:42, 1.42s/it, time=0.3100/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3200/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3200/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3200/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3300/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3300/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3300/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3400/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3400/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3400/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3500/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3500/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3500/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3600/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3600/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3600/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3700/30.40 [1]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3700/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3700/30.40 [1]]

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3800/30.40 [2]]: </pre>
1%|▎ | [00:00<00:42, 1.42s/it, time=0.3800/30.40 [2]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:42, 1.42s/it, time=0.3800/30.40 [2]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.3800/30.40 [2]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.3800/30.40 [2]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.3800/30.40 [2]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.3900/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.3900/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.3900/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4000/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4000/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4000/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4100/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4100/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4100/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4200/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4200/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4200/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4300/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4300/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4300/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4400/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4400/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4400/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4500/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4500/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4500/30.40 [1]]

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4600/30.40 [1]]: </pre>
1%|▎ | [00:00<00:41, 1.39s/it, time=0.4600/30.40 [1]]: end{sphinxVerbatim}

1%|▎ | [00:00<00:41, 1.39s/it, time=0.4600/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4600/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.4600/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4600/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4700/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.4700/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4700/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4800/30.40 [2]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.4800/30.40 [2]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4800/30.40 [2]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4900/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.4900/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.4900/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5000/30.40 [2]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.5000/30.40 [2]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5000/30.40 [2]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5100/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.5100/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5100/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5200/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.5200/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5200/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5300/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.5300/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5300/30.40 [1]]

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5400/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.41s/it, time=0.5400/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.41s/it, time=0.5400/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5400/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5400/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5400/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5500/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5500/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5500/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5600/30.40 [2]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5600/30.40 [2]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5600/30.40 [2]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5700/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5700/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5700/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5800/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5800/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5800/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5900/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.5900/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.5900/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.6000/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.6000/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.6000/30.40 [1]]

2%|▍ | [00:00<00:42, 1.42s/it, time=0.6100/30.40 [1]]: </pre>
2%|▍ | [00:00<00:42, 1.42s/it, time=0.6100/30.40 [1]]: end{sphinxVerbatim}

2%|▍ | [00:00<00:42, 1.42s/it, time=0.6100/30.40 [1]]

2%|▌ | [00:00<00:42, 1.42s/it, time=0.6200/30.40 [3]]: </pre>
2%|▌ | [00:00<00:42, 1.42s/it, time=0.6200/30.40 [3]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:42, 1.42s/it, time=0.6200/30.40 [3]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6200/30.40 [3]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6200/30.40 [3]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6200/30.40 [3]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6300/30.40 [1]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6300/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6300/30.40 [1]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6400/30.40 [1]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6400/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6400/30.40 [1]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6500/30.40 [1]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6500/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6500/30.40 [1]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6600/30.40 [1]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6600/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6600/30.40 [1]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6700/30.40 [2]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6700/30.40 [2]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6700/30.40 [2]]

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6800/30.40 [3]]: </pre>
2%|▌ | [00:00<00:44, 1.49s/it, time=0.6800/30.40 [3]]: end{sphinxVerbatim}

2%|▌ | [00:00<00:44, 1.49s/it, time=0.6800/30.40 [3]]

2%|▌ | [00:01<00:44, 1.49s/it, time=0.6900/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.49s/it, time=0.6900/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.49s/it, time=0.6900/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.6900/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.6900/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.6900/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7000/30.40 [2]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7000/30.40 [2]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7000/30.40 [2]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7100/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7100/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7100/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7200/30.40 [3]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7200/30.40 [3]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7200/30.40 [3]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7300/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7300/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7300/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7400/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7400/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7400/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7500/30.40 [1]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7500/30.40 [1]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7500/30.40 [1]]

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7600/30.40 [4]]: </pre>
2%|▌ | [00:01<00:44, 1.50s/it, time=0.7600/30.40 [4]]: end{sphinxVerbatim}

2%|▌ | [00:01<00:44, 1.50s/it, time=0.7600/30.40 [4]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7600/30.40 [4]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.7600/30.40 [4]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7600/30.40 [4]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7700/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.7700/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7700/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7800/30.40 [2]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.7800/30.40 [2]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7800/30.40 [2]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7900/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.7900/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.7900/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8000/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.8000/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8000/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8100/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.8100/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8100/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8200/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.8200/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8200/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8300/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.8300/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8300/30.40 [1]]

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8400/30.40 [1]]: </pre>
3%|▋ | [00:01<00:48, 1.63s/it, time=0.8400/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:48, 1.63s/it, time=0.8400/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8400/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8400/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8400/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8500/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8500/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8500/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8600/30.40 [3]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8600/30.40 [3]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8600/30.40 [3]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8700/30.40 [3]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8700/30.40 [3]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8700/30.40 [3]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8800/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8800/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8800/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8900/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.8900/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.8900/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.9000/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.9000/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.9000/30.40 [1]]

3%|▋ | [00:01<00:45, 1.53s/it, time=0.9100/30.40 [1]]: </pre>
3%|▋ | [00:01<00:45, 1.53s/it, time=0.9100/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:45, 1.53s/it, time=0.9100/30.40 [1]]

3%|▋ | [00:01<00:44, 1.52s/it, time=0.9100/30.40 [1]]: </pre>
3%|▋ | [00:01<00:44, 1.52s/it, time=0.9100/30.40 [1]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:44, 1.52s/it, time=0.9100/30.40 [1]]

3%|▋ | [00:01<00:44, 1.52s/it, time=0.9200/30.40 [4]]: </pre>
3%|▋ | [00:01<00:44, 1.52s/it, time=0.9200/30.40 [4]]: end{sphinxVerbatim}

3%|▋ | [00:01<00:44, 1.52s/it, time=0.9200/30.40 [4]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9300/30.40 [2]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9300/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9300/30.40 [2]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9400/30.40 [3]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9400/30.40 [3]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9400/30.40 [3]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9500/30.40 [2]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9500/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9500/30.40 [2]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9600/30.40 [2]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9600/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9600/30.40 [2]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9700/30.40 [1]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9700/30.40 [1]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9700/30.40 [1]]

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9800/30.40 [1]]: </pre>
3%|▊ | [00:01<00:44, 1.52s/it, time=0.9800/30.40 [1]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:44, 1.52s/it, time=0.9800/30.40 [1]]

3%|▊ | [00:01<00:46, 1.57s/it, time=0.9800/30.40 [1]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=0.9800/30.40 [1]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=0.9800/30.40 [1]]

3%|▊ | [00:01<00:46, 1.57s/it, time=0.9900/30.40 [3]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=0.9900/30.40 [3]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=0.9900/30.40 [3]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0000/30.40 [2]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0000/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0000/30.40 [2]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0100/30.40 [3]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0100/30.40 [3]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0100/30.40 [3]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0200/30.40 [3]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0200/30.40 [3]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0200/30.40 [3]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0300/30.40 [1]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0300/30.40 [1]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0300/30.40 [1]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0400/30.40 [3]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0400/30.40 [3]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0400/30.40 [3]]

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0500/30.40 [2]]: </pre>
3%|▊ | [00:01<00:46, 1.57s/it, time=1.0500/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:46, 1.57s/it, time=1.0500/30.40 [2]]

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0500/30.40 [2]]: </pre>
3%|▊ | [00:01<00:48, 1.64s/it, time=1.0500/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0500/30.40 [2]]

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0600/30.40 [2]]: </pre>
3%|▊ | [00:01<00:48, 1.64s/it, time=1.0600/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0600/30.40 [2]]

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0700/30.40 [2]]: </pre>
3%|▊ | [00:01<00:48, 1.64s/it, time=1.0700/30.40 [2]]: end{sphinxVerbatim}

3%|▊ | [00:01<00:48, 1.64s/it, time=1.0700/30.40 [2]]

4%|▉ | [00:01<00:48, 1.64s/it, time=1.0800/30.40 [3]]: </pre>
4%|▉ | [00:01<00:48, 1.64s/it, time=1.0800/30.40 [3]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.64s/it, time=1.0800/30.40 [3]]

4%|▉ | [00:01<00:48, 1.64s/it, time=1.0900/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.64s/it, time=1.0900/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.64s/it, time=1.0900/30.40 [2]]

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1000/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.64s/it, time=1.1000/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1000/30.40 [2]]

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1100/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.64s/it, time=1.1100/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1100/30.40 [2]]

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1200/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.64s/it, time=1.1200/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.64s/it, time=1.1200/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1200/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1200/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1200/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1300/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1300/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1300/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1400/30.40 [3]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1400/30.40 [3]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1400/30.40 [3]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1500/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1500/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1500/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1600/30.40 [1]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1600/30.40 [1]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1600/30.40 [1]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1700/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1700/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1700/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1800/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1800/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1800/30.40 [2]]

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1900/30.40 [2]]: </pre>
4%|▉ | [00:01<00:48, 1.67s/it, time=1.1900/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:48, 1.67s/it, time=1.1900/30.40 [2]]

4%|▉ | [00:01<00:49, 1.68s/it, time=1.1900/30.40 [2]]: </pre>
4%|▉ | [00:01<00:49, 1.68s/it, time=1.1900/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:49, 1.68s/it, time=1.1900/30.40 [2]]

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2000/30.40 [2]]: </pre>
4%|▉ | [00:01<00:49, 1.68s/it, time=1.2000/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2000/30.40 [2]]

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2100/30.40 [2]]: </pre>
4%|▉ | [00:01<00:49, 1.68s/it, time=1.2100/30.40 [2]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2100/30.40 [2]]

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2200/30.40 [1]]: </pre>
4%|▉ | [00:01<00:49, 1.68s/it, time=1.2200/30.40 [1]]: end{sphinxVerbatim}

4%|▉ | [00:01<00:49, 1.68s/it, time=1.2200/30.40 [1]]

4%|█ | [00:01<00:49, 1.68s/it, time=1.2300/30.40 [2]]: </pre>
4%|█ | [00:01<00:49, 1.68s/it, time=1.2300/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:01<00:49, 1.68s/it, time=1.2300/30.40 [2]]

4%|█ | [00:01<00:49, 1.68s/it, time=1.2400/30.40 [2]]: </pre>
4%|█ | [00:01<00:49, 1.68s/it, time=1.2400/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:01<00:49, 1.68s/it, time=1.2400/30.40 [2]]

4%|█ | [00:01<00:49, 1.68s/it, time=1.2500/30.40 [2]]: </pre>
4%|█ | [00:01<00:49, 1.68s/it, time=1.2500/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:01<00:49, 1.68s/it, time=1.2500/30.40 [2]]

4%|█ | [00:01<00:55, 1.92s/it, time=1.2500/30.40 [2]]: </pre>
4%|█ | [00:01<00:55, 1.92s/it, time=1.2500/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:01<00:55, 1.92s/it, time=1.2500/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.2600/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.2600/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.2600/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.2700/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.2700/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.2700/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.2800/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.2800/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.2800/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.2900/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.2900/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.2900/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.3000/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.3000/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.3000/30.40 [2]]

4%|█ | [00:02<00:55, 1.92s/it, time=1.3100/30.40 [2]]: </pre>
4%|█ | [00:02<00:55, 1.92s/it, time=1.3100/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:55, 1.92s/it, time=1.3100/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3100/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3100/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3100/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3200/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3200/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3200/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3300/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3300/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3300/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3400/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3400/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3400/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3500/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3500/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3500/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3600/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3600/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3600/30.40 [2]]

4%|█ | [00:02<00:54, 1.87s/it, time=1.3700/30.40 [2]]: </pre>
4%|█ | [00:02<00:54, 1.87s/it, time=1.3700/30.40 [2]]: end{sphinxVerbatim}

4%|█ | [00:02<00:54, 1.87s/it, time=1.3700/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3700/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3700/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3700/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3800/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3800/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3800/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3900/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3900/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.3900/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4000/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4000/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4000/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4100/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4100/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4100/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4200/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4200/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4200/30.40 [2]]

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4300/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4300/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:53, 1.84s/it, time=1.4300/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4300/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4300/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4300/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4400/30.40 [3]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4400/30.40 [3]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4400/30.40 [3]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4500/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4500/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4500/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4600/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4600/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4600/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4700/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4700/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4700/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4800/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4800/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4800/30.40 [2]]

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4900/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4900/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:51, 1.79s/it, time=1.4900/30.40 [2]]

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.4900/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:52, 1.82s/it, time=1.4900/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.4900/30.40 [2]]

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5000/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5000/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5000/30.40 [2]]

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5100/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5100/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5100/30.40 [2]]

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5200/30.40 [2]]: </pre>
5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5200/30.40 [2]]: end{sphinxVerbatim}

5%|█▏ | [00:02<00:52, 1.82s/it, time=1.5200/30.40 [2]]

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5300/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5300/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5300/30.40 [2]]

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5400/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5400/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5400/30.40 [2]]

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5500/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5500/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:52, 1.82s/it, time=1.5500/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5500/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5500/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5500/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5600/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5600/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5600/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5700/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5700/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5700/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5800/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5800/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5800/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5900/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5900/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.5900/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6000/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6000/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6000/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6100/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6100/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6100/30.40 [2]]

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6200/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6200/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:51, 1.80s/it, time=1.6200/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6200/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6200/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6200/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6300/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6300/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6300/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6400/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6400/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6400/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6500/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6500/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6500/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6600/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6600/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6600/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6700/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6700/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6700/30.40 [2]]

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6800/30.40 [2]]: </pre>
5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6800/30.40 [2]]: end{sphinxVerbatim}

5%|█▎ | [00:02<00:50, 1.75s/it, time=1.6800/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6800/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6800/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6800/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6900/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6900/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.6900/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7000/30.40 [1]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7000/30.40 [1]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7000/30.40 [1]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7100/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7100/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7100/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7200/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7200/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7200/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7300/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7300/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7300/30.40 [2]]

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7400/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7400/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:49, 1.73s/it, time=1.7400/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7400/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7400/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7400/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7500/30.40 [3]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7500/30.40 [3]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7500/30.40 [3]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7600/30.40 [1]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7600/30.40 [1]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7600/30.40 [1]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7700/30.40 [3]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7700/30.40 [3]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7700/30.40 [3]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7800/30.40 [1]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7800/30.40 [1]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7800/30.40 [1]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7900/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7900/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.7900/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8000/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8100/30.40 [3]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8100/30.40 [3]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8100/30.40 [3]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8200/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8200/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8200/30.40 [2]]

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8300/30.40 [2]]: </pre>
6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8300/30.40 [2]]: end{sphinxVerbatim}

6%|█▍ | [00:02<00:48, 1.71s/it, time=1.8300/30.40 [2]]

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8400/30.40 [3]]: </pre>
6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8400/30.40 [3]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8400/30.40 [3]]

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8500/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8500/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8500/30.40 [2]]

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8600/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8600/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:48, 1.71s/it, time=1.8600/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8600/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8600/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8600/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8700/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8700/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8700/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8800/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8800/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8800/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8900/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8900/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.8900/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9000/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9000/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9000/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9100/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9100/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9100/30.40 [2]]

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9200/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9200/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:49, 1.73s/it, time=1.9200/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9200/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9200/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9200/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9300/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9300/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9300/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9400/30.40 [3]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9400/30.40 [3]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9400/30.40 [3]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9500/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9500/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9500/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9600/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9600/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9600/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9700/30.40 [2]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9700/30.40 [2]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9700/30.40 [2]]

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]: </pre>
6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]: end{sphinxVerbatim}

6%|█▌ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9800/30.40 [3]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9900/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9900/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=1.9900/30.40 [2]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0000/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0000/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0000/30.40 [2]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0100/30.40 [1]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0100/30.40 [1]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0100/30.40 [1]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0200/30.40 [1]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0200/30.40 [1]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0200/30.40 [1]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0300/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0300/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0300/30.40 [2]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0400/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0400/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0400/30.40 [2]]

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0500/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0500/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:50, 1.78s/it, time=2.0500/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0500/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0500/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0500/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0600/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0600/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0600/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0700/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0700/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0700/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0800/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0800/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0800/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0900/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0900/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.0900/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1000/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1000/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1000/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1100/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1200/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1200/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1200/30.40 [2]]

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1300/30.40 [2]]: </pre>
7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1300/30.40 [2]]: end{sphinxVerbatim}

7%|█▋ | [00:03<00:48, 1.72s/it, time=2.1300/30.40 [2]]

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1400/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1400/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1400/30.40 [2]]

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1500/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1500/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1500/30.40 [2]]

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1600/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1600/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1600/30.40 [2]]

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1700/30.40 [1]]: </pre>
7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1700/30.40 [1]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:48, 1.72s/it, time=2.1700/30.40 [1]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1700/30.40 [1]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1700/30.40 [1]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1700/30.40 [1]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1800/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1800/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1800/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1900/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1900/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.1900/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2000/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2000/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2000/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2100/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2100/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2100/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2200/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2200/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2200/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2300/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2300/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.78s/it, time=2.2300/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2300/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2300/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2300/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2400/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2400/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2400/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2500/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2500/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2500/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2600/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2600/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2600/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2700/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2700/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2700/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2800/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2800/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2800/30.40 [2]]

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2900/30.40 [2]]: </pre>
7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2900/30.40 [2]]: end{sphinxVerbatim}

7%|█▊ | [00:03<00:50, 1.81s/it, time=2.2900/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.2900/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.2900/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.2900/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3000/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3000/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3000/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3100/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3100/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3100/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3200/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3200/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3200/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3300/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3300/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3300/30.40 [2]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3400/30.40 [1]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3400/30.40 [1]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3400/30.40 [1]]

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3500/30.40 [3]]: </pre>
8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3500/30.40 [3]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:51, 1.82s/it, time=2.3500/30.40 [3]]

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3500/30.40 [3]]: </pre>
8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3500/30.40 [3]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3500/30.40 [3]]

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3600/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3600/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3600/30.40 [2]]

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3700/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3700/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3700/30.40 [2]]

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3800/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3800/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3800/30.40 [2]]

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3900/30.40 [2]]: </pre>
8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3900/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:03<00:50, 1.79s/it, time=2.3900/30.40 [2]]

8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4000/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4000/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4000/30.40 [2]]

8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4100/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4100/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:50, 1.79s/it, time=2.4100/30.40 [2]]

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4100/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4100/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4100/30.40 [2]]

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4200/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4200/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4200/30.40 [2]]

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4300/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4300/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4300/30.40 [2]]

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4400/30.40 [2]]: </pre>
8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4400/30.40 [2]]: end{sphinxVerbatim}

8%|█▉ | [00:04<00:49, 1.77s/it, time=2.4400/30.40 [2]]

8%|██ | [00:04<00:49, 1.77s/it, time=2.4500/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.77s/it, time=2.4500/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.77s/it, time=2.4500/30.40 [2]]

8%|██ | [00:04<00:49, 1.77s/it, time=2.4600/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.77s/it, time=2.4600/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.77s/it, time=2.4600/30.40 [2]]

8%|██ | [00:04<00:49, 1.77s/it, time=2.4700/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.77s/it, time=2.4700/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.77s/it, time=2.4700/30.40 [2]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.4700/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.4700/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.4700/30.40 [2]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.4800/30.40 [3]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.4800/30.40 [3]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.4800/30.40 [3]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.4900/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.4900/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.4900/30.40 [2]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.5000/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.5000/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.5000/30.40 [2]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.5100/30.40 [3]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.5100/30.40 [3]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.5100/30.40 [3]]

8%|██ | [00:04<00:49, 1.76s/it, time=2.5200/30.40 [2]]: </pre>
8%|██ | [00:04<00:49, 1.76s/it, time=2.5200/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:49, 1.76s/it, time=2.5200/30.40 [2]]

8%|██ | [00:04<00:48, 1.76s/it, time=2.5300/30.40 [3]]: </pre>
8%|██ | [00:04<00:48, 1.76s/it, time=2.5300/30.40 [3]]: end{sphinxVerbatim}

8%|██ | [00:04<00:48, 1.76s/it, time=2.5300/30.40 [3]]

8%|██ | [00:04<00:51, 1.85s/it, time=2.5300/30.40 [3]]: </pre>
8%|██ | [00:04<00:51, 1.85s/it, time=2.5300/30.40 [3]]: end{sphinxVerbatim}

8%|██ | [00:04<00:51, 1.85s/it, time=2.5300/30.40 [3]]

8%|██ | [00:04<00:51, 1.85s/it, time=2.5400/30.40 [2]]: </pre>
8%|██ | [00:04<00:51, 1.85s/it, time=2.5400/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:51, 1.85s/it, time=2.5400/30.40 [2]]

8%|██ | [00:04<00:51, 1.85s/it, time=2.5500/30.40 [2]]: </pre>
8%|██ | [00:04<00:51, 1.85s/it, time=2.5500/30.40 [2]]: end{sphinxVerbatim}

8%|██ | [00:04<00:51, 1.85s/it, time=2.5500/30.40 [2]]

8%|██ | [00:04<00:51, 1.85s/it, time=2.5600/30.40 [2]]: </pre>
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10%|██▌ | [00:05<00:50, 1.85s/it, time=3.1400/30.40 [4]]: </pre>
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10%|██▌ | [00:05<00:50, 1.86s/it, time=3.1500/30.40 [3]]: </pre>
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11%|██▋ | [00:05<00:56, 2.07s/it, time=3.2000/30.40 [2]]: </pre>
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11%|██▋ | [00:05<00:56, 2.07s/it, time=3.2100/30.40 [2]]: </pre>
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11%|██▋ | [00:05<00:56, 2.07s/it, time=3.2500/30.40 [3]]: </pre>
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11%|██▋ | [00:05<01:00, 2.24s/it, time=3.2800/30.40 [4]]: </pre>
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11%|██▋ | [00:05<01:00, 2.24s/it, time=3.3000/30.40 [5]]: </pre>
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11%|██▊ | [00:06<00:57, 2.12s/it, time=3.4000/30.40 [3]]: </pre>
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11%|██▊ | [00:06<00:55, 2.08s/it, time=3.4600/30.40 [3]]: </pre>
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11%|██▊ | [00:06<00:55, 2.08s/it, time=3.4700/30.40 [2]]

11%|██▊ | [00:06<00:55, 2.08s/it, time=3.4800/30.40 [4]]: </pre>
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11%|██▊ | [00:06<00:55, 2.07s/it, time=3.5000/30.40 [2]]: </pre>
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12%|██▉ | [00:06<00:53, 2.00s/it, time=3.5400/30.40 [2]]: </pre>
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12%|██▉ | [00:06<00:53, 2.00s/it, time=3.5600/30.40 [2]]

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12%|██▉ | [00:06<00:53, 2.00s/it, time=3.6000/30.40 [3]]: </pre>
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13%|███▎ | [00:07<00:58, 2.22s/it, time=4.0000/30.40 [5]]: </pre>
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13%|███▎ | [00:07<01:00, 2.32s/it, time=4.1000/30.40 [4]]: </pre>
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14%|███▍ | [00:07<01:00, 2.29s/it, time=4.1500/30.40 [3]]: </pre>
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14%|███▍ | [00:07<00:57, 2.21s/it, time=4.1500/30.40 [3]]

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/opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages/tqdm/std.py:639: TqdmWarning:

clamping frac to range [0, 1]

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[19]:

{'successful steps': 3040, 'analysis_finished_successfully': True}

[20]:

parent_node_lvl2 = testcase.parent_nodes[2]

[21]:

nlth_anl.plot_node_displacement_history(
    testcase.name, parent_node_lvl2, 0, plotly=True)

Other types of structural analysis and ideas for future development¶

Currently it is unclear what the intent of each model is (i.e. a linear model used for design or an advanced model used for performance evaluation purposes). There is already support for design-related analyses, such as modal response spectrum analysis, and definition of load combinations, which can support a design workflow. Examples will be added in the future, and there are plans to further enhance the capabilities of osmg for structural design.
Future plans include adding support for modal response history analysis which can reduce computation time for linear models.

Running an analysis¶

Analysis examples¶

Static Analysis¶

Retrieving results¶

Visualizing results¶

Time-history analysis¶

Other types of structural analysis and ideas for future development¶

osmg

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Related Topics

Running an analysis¶

Analysis examples¶

Static Analysis¶

Retrieving results¶

Visualizing results¶

Modal Analysis¶

Time-history analysis¶

Other types of structural analysis and ideas for future development¶